01_troubleshooting_human-in-the-loop_confirmation.png
Caption: Commands are proposed with context and require explicit confirmation before execution.

02_context_background_memory_set-background.png
Caption: Background context can be set once and reused across tasks for more accurate, system-specific answers.

03_log_analysis_actionable_warning_safe_fix.png
Caption: Admin Companion highlights the single actionable Apache warning and proposes a minimal, safe fix. (Cropped for readability.)